11594
2
Joaquin Vanschoren
34
Supervised Classification
predictive_accuracy
70
weka.SMO_PolyKernel(1)
147
weka.classifiers.functions.SMO -- -C 0.1 -L 0.001 -P 1.0E-12 -N 0 -V -1 -W 1 -K "weka.classifiers.functions.supportVector.PolyKernel -C 250007 -E 2.0"
C
250007
71
E
2.0
71
C
0.1
70
K
weka.classifiers.functions.supportVector.PolyKernel
70
L
0.001
70
N
0
70
P
1.0E-12
70
V
-1
70
W
1
70
34
postoperative-patient-data
https://www.openml.org/data/download/34/dataset_34_postoperative-patient-data.arff
-1
23533
description
https://api.openml.org/data/download/23533/weka_generated_run2280387830193536551.xml
-1
23534
predictions
https://api.openml.org/data/download/23534/weka_generated_predictions8788272186843557482.arff
area_under_roc_curve
0.462121 [0.460938,0.5,0.462121]
average_cost
0
f_measure
0.563162 [0.791946,0,0]
kappa
-0.098425
kb_relative_information_score
-6.835755
mean_absolute_error
0.303704
mean_prior_absolute_error
0.287057
number_of_instances
90 [64,2,24]
os_information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
precision
0.493595 [0.694118,0,0]
predictive_accuracy
0.655556
prior_entropy
1.030501
recall
0.655556 [0.921875,0,0]
relative_absolute_error
1.057991
root_mean_prior_squared_error
0.375486
root_mean_squared_error
0.394405
root_relative_squared_error
1.050385
scimark_benchmark
923.899451 [573.7633306222026889.2270229875808483.23216931738307912.12245438067161761.152276377127]
total_cost
0
area_under_roc_curve
0.428571 [0.428571,0.0,0.428571]
area_under_roc_curve
0.5 [0.5,0.0,0.5]
area_under_roc_curve
0.5 [0.5,0.0,0.5]
area_under_roc_curve
0.5 [0.5,0.0,0.5]
area_under_roc_curve
0.5 [0.5,0.0,0.5]
area_under_roc_curve
0.416667 [0.416667,0.0,0.416667]
area_under_roc_curve
0.5 [0.5,0.0,0.5]
area_under_roc_curve
0.416667 [0.416667,0.0,0.416667]
area_under_roc_curve
0.428571 [0.416667,0.5,0.428571]
area_under_roc_curve
0.428571 [0.416667,0.5,0.428571]
average_cost
0
average_cost
0
average_cost
0
average_cost
0
average_cost
0
average_cost
0
average_cost
0
average_cost
0
average_cost
0
average_cost
0
build_cpu_time
0.022
build_cpu_time
0.02
build_cpu_time
0.018
build_cpu_time
0.016
build_cpu_time
0.019
build_cpu_time
0.02
build_cpu_time
0.015
build_cpu_time
0.013
build_cpu_time
0.015
build_cpu_time
0.018
build_memory
1101242784
build_memory
1151854464
build_memory
1200707112
build_memory
1249506704
build_memory
1298364280
build_memory
1347155768
build_memory
1396013344
build_memory
1444804808
build_memory
1493660296
build_memory
1542449240
f_measure
0.622222 [0.8,0,0]
f_measure
0.680556 [0.875,0,0]
f_measure
0.680556 [0.875,0,0]
f_measure
0.680556 [0.875,0,0]
f_measure
0.533333 [0.8,0,0]
f_measure
0.47619 [0.714286,0,0]
f_measure
0.533333 [0.8,0,0]
f_measure
0.47619 [0.714286,0,0]
f_measure
0.47619 [0.714286,0,0]
f_measure
0.47619 [0.714286,0,0]
kappa
-0.173913
kappa
0
kappa
0
kappa
0
kappa
0
kappa
-0.2
kappa
0
kappa
-0.2
kappa
-0.16129
kappa
-0.16129
kb_relative_information_score
-1.365554
kb_relative_information_score
-0.39515
kb_relative_information_score
-0.39515
kb_relative_information_score
-0.39515
kb_relative_information_score
0.048497
kb_relative_information_score
-0.921907
kb_relative_information_score
0.048497
kb_relative_information_score
-0.921907
kb_relative_information_score
-1.268966
kb_relative_information_score
-1.268966
mean_absolute_error
0.296296
mean_absolute_error
0.271605
mean_absolute_error
0.271605
mean_absolute_error
0.271605
mean_absolute_error
0.296296
mean_absolute_error
0.320988
mean_absolute_error
0.296296
mean_absolute_error
0.320988
mean_absolute_error
0.345679
mean_absolute_error
0.345679
mean_prior_absolute_error
0.264436
mean_prior_absolute_error
0.264436
mean_prior_absolute_error
0.264436
mean_prior_absolute_error
0.264436
mean_prior_absolute_error
0.296296
mean_prior_absolute_error
0.296296
mean_prior_absolute_error
0.296296
mean_prior_absolute_error
0.296296
mean_prior_absolute_error
0.313819
mean_prior_absolute_error
0.313819
number_of_instances
9 [7,0,2]
number_of_instances
9 [7,0,2]
number_of_instances
9 [7,0,2]
number_of_instances
9 [7,0,2]
number_of_instances
9 [6,0,3]
number_of_instances
9 [6,0,3]
number_of_instances
9 [6,0,3]
number_of_instances
9 [6,0,3]
number_of_instances
9 [6,1,2]
number_of_instances
9 [6,1,2]
precision
0.583333 [0.75,0,0]
precision
0.604938 [0.777778,0,0]
precision
0.604938 [0.777778,0,0]
precision
0.604938 [0.777778,0,0]
precision
0.444444 [0.666667,0,0]
precision
0.416667 [0.625,0,0]
precision
0.444444 [0.666667,0,0]
precision
0.416667 [0.625,0,0]
precision
0.416667 [0.625,0,0]
precision
0.416667 [0.625,0,0]
predictive_accuracy
0.666667
predictive_accuracy
0.777778
predictive_accuracy
0.777778
predictive_accuracy
0.777778
predictive_accuracy
0.666667
predictive_accuracy
0.555556
predictive_accuracy
0.666667
predictive_accuracy
0.555556
predictive_accuracy
0.555556
predictive_accuracy
0.555556
prior_entropy
1.030501
prior_entropy
1.030501
prior_entropy
1.030501
prior_entropy
1.030501
prior_entropy
1.030501
prior_entropy
1.030501
prior_entropy
1.030501
prior_entropy
1.030501
prior_entropy
1.030501
prior_entropy
1.030501
recall
0.666667 [0.857143,0,0]
recall
0.777778 [1,0,0]
recall
0.777778 [1,0,0]
recall
0.777778 [1,0,0]
recall
0.666667 [1,0,0]
recall
0.555556 [0.833333,0,0]
recall
0.666667 [1,0,0]
recall
0.555556 [0.833333,0,0]
recall
0.555556 [0.833333,0,0]
recall
0.555556 [0.833333,0,0]
relative_absolute_error
1.120482
relative_absolute_error
1.027108
relative_absolute_error
1.027108
relative_absolute_error
1.027108
relative_absolute_error
1
relative_absolute_error
1.083333
relative_absolute_error
1
relative_absolute_error
1.083333
relative_absolute_error
1.101523
relative_absolute_error
1.101523
root_mean_prior_squared_error
0.344049
root_mean_prior_squared_error
0.344049
root_mean_prior_squared_error
0.344049
root_mean_prior_squared_error
0.344049
root_mean_prior_squared_error
0.387594
root_mean_prior_squared_error
0.387594
root_mean_prior_squared_error
0.387594
root_mean_prior_squared_error
0.387594
root_mean_prior_squared_error
0.409576
root_mean_prior_squared_error
0.409576
root_mean_squared_error
0.3849
root_mean_squared_error
0.351364
root_mean_squared_error
0.351364
root_mean_squared_error
0.351364
root_mean_squared_error
0.3849
root_mean_squared_error
0.41574
root_mean_squared_error
0.3849
root_mean_squared_error
0.41574
root_mean_squared_error
0.444444
root_mean_squared_error
0.444444
root_relative_squared_error
1.118738
root_relative_squared_error
1.021263
root_relative_squared_error
1.021263
root_relative_squared_error
1.021263
root_relative_squared_error
0.993049
root_relative_squared_error
1.072616
root_relative_squared_error
0.993049
root_relative_squared_error
1.072616
root_relative_squared_error
1.085134
root_relative_squared_error
1.085134
total_cost
0
total_cost
0
total_cost
0
total_cost
0
total_cost
0
total_cost
0
total_cost
0
total_cost
0
total_cost
0
total_cost
0